Category: TECH

CatBoost Encoding: Handling Categorical Features with Ordered Target Statistics to Prevent LeakageCatBoost Encoding: Handling Categorical Features with Ordered Target Statistics to Prevent Leakage

Introduction Categorical features are common in real-world datasets, especially in domains like retail, finance, healthcare, and marketing. Variables such as city, product category, device type, or customer segment often carry